Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 330 |
| Missing cells | 636 |
| Missing cells (%) | 7.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 65.8 KiB |
| Average record size in memory | 204.2 B |
Variable types
| NUM | 23 |
|---|---|
| CAT | 3 |
| BOOL | 1 |
Reproduction
| Analysis started | 2020-06-11 16:25:42.085945 |
|---|---|
| Analysis finished | 2020-06-11 16:28:56.921694 |
| Duration | 3 minutes and 14.84 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
Name has a high cardinality: 329 distinct values | High cardinality |
base_elev is highly correlated with summit_elev | High correlation |
summit_elev is highly correlated with base_elev | High correlation |
AdultWeekend is highly correlated with AdultWeekday | High correlation |
AdultWeekday is highly correlated with AdultWeekend | High correlation |
state is highly correlated with Region | High correlation |
Region is highly correlated with state | High correlation |
fastEight has 166 (50.3%) missing values | Missing |
Runs has 4 (1.2%) missing values | Missing |
TerrainParks has 51 (15.5%) missing values | Missing |
LongestRun_mi has 5 (1.5%) missing values | Missing |
Snow Making_ac has 46 (13.9%) missing values | Missing |
daysOpenLastYear has 51 (15.5%) missing values | Missing |
averageSnowfall has 14 (4.2%) missing values | Missing |
AdultWeekday has 54 (16.4%) missing values | Missing |
AdultWeekend has 51 (15.5%) missing values | Missing |
projectedDaysOpen has 47 (14.2%) missing values | Missing |
NightSkiing_ac has 143 (43.3%) missing values | Missing |
Name is uniformly distributed | Uniform |
trams has 293 (88.8%) zeros | Zeros |
fastSixes has 294 (89.1%) zeros | Zeros |
fastQuads has 222 (67.3%) zeros | Zeros |
quad has 171 (51.8%) zeros | Zeros |
triple has 106 (32.1%) zeros | Zeros |
double has 82 (24.8%) zeros | Zeros |
surface has 26 (7.9%) zeros | Zeros |
| Distinct count | 329 |
|---|---|
| Unique (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| Crystal Mountain | 2 |
|---|---|
| Ski Brule | 1 |
| Alpine Valley Resort | 1 |
| Vail | 1 |
| Timberline Four Seasons | 1 |
| Other values (324) |
| Value | Count | Frequency (%) | |
| Crystal Mountain | 2 | 0.6% | |
| Ski Brule | 1 | 0.3% | |
| Alpine Valley Resort | 1 | 0.3% | |
| Vail | 1 | 0.3% | |
| Timberline Four Seasons | 1 | 0.3% | |
| Wild Mountain Ski & Snowboard Area | 1 | 0.3% | |
| Solitude Mountain Resort | 1 | 0.3% | |
| Telluride | 1 | 0.3% | |
| Woodbury Ski Area | 1 | 0.3% | |
| Nubs Nob Ski Area | 1 | 0.3% | |
| Other values (319) | 319 | 96.7% |
Length
| Max length | 37 |
|---|---|
| Median length | 16 |
| Mean length | 16.40909091 |
| Min length | 4 |
| Distinct count | 38 |
|---|---|
| Unique (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| New York | 33 |
|---|---|
| Michigan | 29 |
| Colorado | 22 |
| Sierra Nevada | 22 |
| Pennsylvania | 19 |
| Other values (33) |
| Value | Count | Frequency (%) | |
| New York | 33 | 10.0% | |
| Michigan | 29 | 8.8% | |
| Colorado | 22 | 6.7% | |
| Sierra Nevada | 22 | 6.7% | |
| Pennsylvania | 19 | 5.8% | |
| Wisconsin | 16 | 4.8% | |
| New Hampshire | 16 | 4.8% | |
| Vermont | 15 | 4.5% | |
| Minnesota | 14 | 4.2% | |
| Montana | 12 | 3.6% | |
| Other values (28) | 132 | 40.0% |
Length
| Max length | 19 |
|---|---|
| Median length | 8 |
| Mean length | 9.03030303 |
| Min length | 4 |
| Distinct count | 35 |
|---|---|
| Unique (%) | 10.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| New York | 33 |
|---|---|
| Michigan | 29 |
| Colorado | 22 |
| California | 21 |
| Pennsylvania | 19 |
| Other values (30) |
| Value | Count | Frequency (%) | |
| New York | 33 | 10.0% | |
| Michigan | 29 | 8.8% | |
| Colorado | 22 | 6.7% | |
| California | 21 | 6.4% | |
| Pennsylvania | 19 | 5.8% | |
| Wisconsin | 16 | 4.8% | |
| New Hampshire | 16 | 4.8% | |
| Vermont | 15 | 4.5% | |
| Minnesota | 14 | 4.2% | |
| Utah | 13 | 3.9% | |
| Other values (25) | 132 | 40.0% |
Length
| Max length | 14 |
|---|---|
| Median length | 8 |
| Mean length | 8.572727273 |
| Min length | 4 |
| Distinct count | 266 |
|---|---|
| Unique (%) | 80.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4591.818181818182 |
|---|---|
| Minimum | 315 |
| Maximum | 13487 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 315 |
|---|---|
| 5-th percentile | 740.35 |
| Q1 | 1403.75 |
| median | 3127.5 |
| Q3 | 7806 |
| 95-th percentile | 11500 |
| Maximum | 13487 |
| Range | 13172 |
| Interquartile range (IQR) | 6402.25 |
Descriptive statistics
| Standard deviation | 3735.535934 |
|---|---|
| Coefficient of variation (CV) | 0.8135200015 |
| Kurtosis | -0.8956332107 |
| Mean | 4591.818182 |
| Median Absolute Deviation (MAD) | 2052.5 |
| Skewness | 0.7066007985 |
| Sum | 1515300 |
| Variance | 13954228.71 |
| Value | Count | Frequency (%) | |
| 1800 | 6 | 1.8% | |
| 850 | 5 | 1.5% | |
| 2000 | 5 | 1.5% | |
| 8200 | 5 | 1.5% | |
| 1200 | 4 | 1.2% | |
| 1100 | 4 | 1.2% | |
| 2250 | 4 | 1.2% | |
| 1750 | 3 | 0.9% | |
| 1500 | 3 | 0.9% | |
| 7200 | 3 | 0.9% | |
| Other values (256) | 288 | 87.3% |
| Value | Count | Frequency (%) | |
| 315 | 1 | 0.3% | |
| 420 | 1 | 0.3% | |
| 440 | 2 | 0.6% | |
| 450 | 1 | 0.3% | |
| 495 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 13487 | 1 | 0.3% | |
| 13150 | 1 | 0.3% | |
| 13050 | 1 | 0.3% | |
| 13010 | 1 | 0.3% | |
| 12998 | 1 | 0.3% |
vertical_drop
Real number (ℝ≥0)
| Distinct count | 193 |
|---|---|
| Unique (%) | 58.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1215.4272727272728 |
|---|---|
| Minimum | 60 |
| Maximum | 4425 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 60 |
|---|---|
| 5-th percentile | 230 |
| Q1 | 461.25 |
| median | 964.5 |
| Q3 | 1800 |
| 95-th percentile | 3115.4 |
| Maximum | 4425 |
| Range | 4365 |
| Interquartile range (IQR) | 1338.75 |
Descriptive statistics
| Standard deviation | 947.8645568 |
|---|---|
| Coefficient of variation (CV) | 0.779861188 |
| Kurtosis | 0.5618183039 |
| Mean | 1215.427273 |
| Median Absolute Deviation (MAD) | 599 |
| Skewness | 1.082975179 |
| Sum | 401091 |
| Variance | 898447.2181 |
| Value | Count | Frequency (%) | |
| 700 | 12 | 3.6% | |
| 500 | 11 | 3.3% | |
| 300 | 10 | 3.0% | |
| 1000 | 10 | 3.0% | |
| 600 | 8 | 2.4% | |
| 1500 | 7 | 2.1% | |
| 350 | 7 | 2.1% | |
| 650 | 6 | 1.8% | |
| 400 | 6 | 1.8% | |
| 1600 | 6 | 1.8% | |
| Other values (183) | 247 | 74.8% |
| Value | Count | Frequency (%) | |
| 60 | 1 | 0.3% | |
| 100 | 1 | 0.3% | |
| 130 | 1 | 0.3% | |
| 175 | 1 | 0.3% | |
| 180 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 4425 | 1 | 0.3% | |
| 4406 | 1 | 0.3% | |
| 4350 | 1 | 0.3% | |
| 4139 | 1 | 0.3% | |
| 3690 | 1 | 0.3% |
| Distinct count | 244 |
|---|---|
| Unique (%) | 73.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3374.0 |
|---|---|
| Minimum | 70 |
| Maximum | 10800 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 391.75 |
| Q1 | 869 |
| median | 1561.5 |
| Q3 | 6325.25 |
| 95-th percentile | 9200 |
| Maximum | 10800 |
| Range | 10730 |
| Interquartile range (IQR) | 5456.25 |
Descriptive statistics
| Standard deviation | 3117.121621 |
|---|---|
| Coefficient of variation (CV) | 0.9238653292 |
| Kurtosis | -0.8659961402 |
| Mean | 3374 |
| Median Absolute Deviation (MAD) | 1047.5 |
| Skewness | 0.7755201527 |
| Sum | 1113420 |
| Variance | 9716447.198 |
| Value | Count | Frequency (%) | |
| 600 | 10 | 3.0% | |
| 800 | 7 | 2.1% | |
| 1000 | 6 | 1.8% | |
| 1250 | 4 | 1.2% | |
| 1300 | 4 | 1.2% | |
| 9200 | 4 | 1.2% | |
| 1200 | 4 | 1.2% | |
| 6600 | 3 | 0.9% | |
| 1750 | 3 | 0.9% | |
| 1600 | 3 | 0.9% | |
| Other values (234) | 282 | 85.5% |
| Value | Count | Frequency (%) | |
| 70 | 1 | 0.3% | |
| 78 | 1 | 0.3% | |
| 100 | 2 | 0.6% | |
| 126 | 1 | 0.3% | |
| 150 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 10800 | 1 | 0.3% | |
| 10790 | 1 | 0.3% | |
| 10780 | 1 | 0.3% | |
| 10500 | 1 | 0.3% | |
| 10400 | 1 | 0.3% |
| Distinct count | 5 |
|---|---|
| Unique (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17272727272727273 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros | 293 |
| Zeros (%) | 88.8% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5599461151 |
|---|---|
| Coefficient of variation (CV) | 3.241793298 |
| Kurtosis | 16.60758107 |
| Mean | 0.1727272727 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.899024959 |
| Sum | 57 |
| Variance | 0.3135396518 |
| Value | Count | Frequency (%) | |
| 0 | 293 | 88.8% | |
| 1 | 24 | 7.3% | |
| 2 | 7 | 2.1% | |
| 3 | 5 | 1.5% | |
| 4 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 293 | 88.8% | |
| 1 | 24 | 7.3% | |
| 2 | 7 | 2.1% | |
| 3 | 5 | 1.5% | |
| 4 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 4 | 1 | 0.3% | |
| 3 | 5 | 1.5% | |
| 2 | 7 | 2.1% | |
| 1 | 24 | 7.3% | |
| 0 | 293 | 88.8% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 166 |
| Missing (%) | 50.3% |
| Memory size | 2.6 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 163 | 49.4% | |
| 1 | 1 | 0.3% | |
| (Missing) | 166 | 50.3% |
| Distinct count | 7 |
|---|---|
| Unique (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.18484848484848485 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 294 |
| Zeros (%) | 89.1% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6516853121 |
|---|---|
| Coefficient of variation (CV) | 3.525510705 |
| Kurtosis | 32.75199621 |
| Mean | 0.1848484848 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.098452108 |
| Sum | 61 |
| Variance | 0.424693746 |
| Value | Count | Frequency (%) | |
| 0 | 294 | 89.1% | |
| 1 | 21 | 6.4% | |
| 2 | 11 | 3.3% | |
| 6 | 1 | 0.3% | |
| 5 | 1 | 0.3% | |
| 4 | 1 | 0.3% | |
| 3 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 294 | 89.1% | |
| 1 | 21 | 6.4% | |
| 2 | 11 | 3.3% | |
| 3 | 1 | 0.3% | |
| 4 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 6 | 1 | 0.3% | |
| 5 | 1 | 0.3% | |
| 4 | 1 | 0.3% | |
| 3 | 1 | 0.3% | |
| 2 | 11 | 3.3% |
| Distinct count | 14 |
|---|---|
| Unique (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.018181818181818 |
|---|---|
| Minimum | 0 |
| Maximum | 15 |
| Zeros | 222 |
| Zeros (%) | 67.3% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.198293694 |
|---|---|
| Coefficient of variation (CV) | 2.159038449 |
| Kurtosis | 14.63891238 |
| Mean | 1.018181818 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.443218577 |
| Sum | 336 |
| Variance | 4.832495164 |
| Value | Count | Frequency (%) | |
| 0 | 222 | 67.3% | |
| 1 | 35 | 10.6% | |
| 2 | 29 | 8.8% | |
| 3 | 15 | 4.5% | |
| 4 | 8 | 2.4% | |
| 6 | 5 | 1.5% | |
| 5 | 5 | 1.5% | |
| 7 | 3 | 0.9% | |
| 15 | 2 | 0.6% | |
| 9 | 2 | 0.6% | |
| Other values (4) | 4 | 1.2% |
| Value | Count | Frequency (%) | |
| 0 | 222 | 67.3% | |
| 1 | 35 | 10.6% | |
| 2 | 29 | 8.8% | |
| 3 | 15 | 4.5% | |
| 4 | 8 | 2.4% |
| Value | Count | Frequency (%) | |
| 15 | 2 | 0.6% | |
| 13 | 1 | 0.3% | |
| 11 | 1 | 0.3% | |
| 10 | 1 | 0.3% | |
| 9 | 2 | 0.6% |
| Distinct count | 7 |
|---|---|
| Unique (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9333333333333333 |
|---|---|
| Minimum | 0 |
| Maximum | 8 |
| Zeros | 171 |
| Zeros (%) | 51.8% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.312244572 |
|---|---|
| Coefficient of variation (CV) | 1.405976327 |
| Kurtosis | 5.243245037 |
| Mean | 0.9333333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.958798422 |
| Sum | 308 |
| Variance | 1.721985816 |
| Value | Count | Frequency (%) | |
| 0 | 171 | 51.8% | |
| 1 | 78 | 23.6% | |
| 2 | 43 | 13.0% | |
| 3 | 22 | 6.7% | |
| 4 | 8 | 2.4% | |
| 5 | 6 | 1.8% | |
| 8 | 2 | 0.6% |
| Value | Count | Frequency (%) | |
| 0 | 171 | 51.8% | |
| 1 | 78 | 23.6% | |
| 2 | 43 | 13.0% | |
| 3 | 22 | 6.7% | |
| 4 | 8 | 2.4% |
| Value | Count | Frequency (%) | |
| 8 | 2 | 0.6% | |
| 5 | 6 | 1.8% | |
| 4 | 8 | 2.4% | |
| 3 | 22 | 6.7% | |
| 2 | 43 | 13.0% |
| Distinct count | 9 |
|---|---|
| Unique (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5 |
|---|---|
| Minimum | 0 |
| Maximum | 8 |
| Zeros | 106 |
| Zeros (%) | 32.1% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.619129565 |
|---|---|
| Coefficient of variation (CV) | 1.07941971 |
| Kurtosis | 1.902804974 |
| Mean | 1.5 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.400540429 |
| Sum | 495 |
| Variance | 2.621580547 |
| Value | Count | Frequency (%) | |
| 0 | 106 | 32.1% | |
| 1 | 99 | 30.0% | |
| 2 | 53 | 16.1% | |
| 3 | 37 | 11.2% | |
| 4 | 14 | 4.2% | |
| 5 | 9 | 2.7% | |
| 6 | 7 | 2.1% | |
| 7 | 4 | 1.2% | |
| 8 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 106 | 32.1% | |
| 1 | 99 | 30.0% | |
| 2 | 53 | 16.1% | |
| 3 | 37 | 11.2% | |
| 4 | 14 | 4.2% |
| Value | Count | Frequency (%) | |
| 8 | 1 | 0.3% | |
| 7 | 4 | 1.2% | |
| 6 | 7 | 2.1% | |
| 5 | 9 | 2.7% | |
| 4 | 14 | 4.2% |
| Distinct count | 10 |
|---|---|
| Unique (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8333333333333333 |
|---|---|
| Minimum | 0 |
| Maximum | 14 |
| Zeros | 82 |
| Zeros (%) | 24.8% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.81502789 |
|---|---|
| Coefficient of variation (CV) | 0.9900152127 |
| Kurtosis | 6.813289237 |
| Mean | 1.833333333 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.824020659 |
| Sum | 605 |
| Variance | 3.294326241 |
| Value | Count | Frequency (%) | |
| 1 | 89 | 27.0% | |
| 0 | 82 | 24.8% | |
| 2 | 70 | 21.2% | |
| 3 | 34 | 10.3% | |
| 4 | 25 | 7.6% | |
| 5 | 21 | 6.4% | |
| 6 | 6 | 1.8% | |
| 14 | 1 | 0.3% | |
| 10 | 1 | 0.3% | |
| 9 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 82 | 24.8% | |
| 1 | 89 | 27.0% | |
| 2 | 70 | 21.2% | |
| 3 | 34 | 10.3% | |
| 4 | 25 | 7.6% |
| Value | Count | Frequency (%) | |
| 14 | 1 | 0.3% | |
| 10 | 1 | 0.3% | |
| 9 | 1 | 0.3% | |
| 6 | 6 | 1.8% | |
| 5 | 21 | 6.4% |
| Distinct count | 12 |
|---|---|
| Unique (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.621212121212121 |
|---|---|
| Minimum | 0 |
| Maximum | 15 |
| Zeros | 26 |
| Zeros (%) | 7.9% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 7 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.059636344 |
|---|---|
| Coefficient of variation (CV) | 0.785757218 |
| Kurtosis | 5.445738744 |
| Mean | 2.621212121 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.811234756 |
| Sum | 865 |
| Variance | 4.24210187 |
| Value | Count | Frequency (%) | |
| 2 | 98 | 29.7% | |
| 1 | 73 | 22.1% | |
| 3 | 59 | 17.9% | |
| 0 | 26 | 7.9% | |
| 4 | 24 | 7.3% | |
| 5 | 22 | 6.7% | |
| 6 | 10 | 3.0% | |
| 7 | 7 | 2.1% | |
| 9 | 5 | 1.5% | |
| 8 | 4 | 1.2% | |
| Other values (2) | 2 | 0.6% |
| Value | Count | Frequency (%) | |
| 0 | 26 | 7.9% | |
| 1 | 73 | 22.1% | |
| 2 | 98 | 29.7% | |
| 3 | 59 | 17.9% | |
| 4 | 24 | 7.3% |
| Value | Count | Frequency (%) | |
| 15 | 1 | 0.3% | |
| 12 | 1 | 0.3% | |
| 9 | 5 | 1.5% | |
| 8 | 4 | 1.2% | |
| 7 | 7 | 2.1% |
total_chairs
Real number (ℝ≥0)
| Distinct count | 31 |
|---|---|
| Unique (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.266666666666667 |
|---|---|
| Minimum | 0 |
| Maximum | 41 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 20 |
| Maximum | 41 |
| Range | 41 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 5.798682728 |
|---|---|
| Coefficient of variation (CV) | 0.7014535558 |
| Kurtosis | 8.779215137 |
| Mean | 8.266666667 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.499456619 |
| Sum | 2728 |
| Variance | 33.62472138 |
| Value | Count | Frequency (%) | |
| 5 | 48 | 14.5% | |
| 6 | 37 | 11.2% | |
| 4 | 34 | 10.3% | |
| 8 | 32 | 9.7% | |
| 7 | 29 | 8.8% | |
| 3 | 26 | 7.9% | |
| 10 | 21 | 6.4% | |
| 12 | 17 | 5.2% | |
| 9 | 16 | 4.8% | |
| 11 | 14 | 4.2% | |
| Other values (21) | 56 | 17.0% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 1 | 2 | 0.6% | |
| 2 | 9 | 2.7% | |
| 3 | 26 | 7.9% | |
| 4 | 34 | 10.3% |
| Value | Count | Frequency (%) | |
| 41 | 1 | 0.3% | |
| 40 | 1 | 0.3% | |
| 36 | 1 | 0.3% | |
| 34 | 1 | 0.3% | |
| 31 | 1 | 0.3% |
| Distinct count | 110 |
|---|---|
| Unique (%) | 33.7% |
| Missing | 4 |
| Missing (%) | 1.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.214723926380366 |
|---|---|
| Minimum | 3.0 |
| Maximum | 341.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 19 |
| median | 33 |
| Q3 | 60 |
| 95-th percentile | 133.75 |
| Maximum | 341 |
| Range | 338 |
| Interquartile range (IQR) | 41 |
Descriptive statistics
| Standard deviation | 46.36407659 |
|---|---|
| Coefficient of variation (CV) | 0.9616165522 |
| Kurtosis | 12.28031553 |
| Mean | 48.21472393 |
| Median Absolute Deviation (MAD) | 17.5 |
| Skewness | 2.858197742 |
| Sum | 15718 |
| Variance | 2149.627598 |
| Value | Count | Frequency (%) | |
| 14 | 12 | 3.6% | |
| 23 | 11 | 3.3% | |
| 17 | 9 | 2.7% | |
| 10 | 9 | 2.7% | |
| 27 | 9 | 2.7% | |
| 11 | 8 | 2.4% | |
| 16 | 8 | 2.4% | |
| 22 | 7 | 2.1% | |
| 21 | 7 | 2.1% | |
| 24 | 7 | 2.1% | |
| Other values (100) | 239 | 72.4% |
| Value | Count | Frequency (%) | |
| 3 | 1 | 0.3% | |
| 6 | 1 | 0.3% | |
| 7 | 4 | 1.2% | |
| 8 | 2 | 0.6% | |
| 9 | 2 | 0.6% |
| Value | Count | Frequency (%) | |
| 341 | 1 | 0.3% | |
| 336 | 1 | 0.3% | |
| 317 | 1 | 0.3% | |
| 195 | 1 | 0.3% | |
| 187 | 1 | 0.3% |
| Distinct count | 11 |
|---|---|
| Unique (%) | 3.9% |
| Missing | 51 |
| Missing (%) | 15.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8207885304659497 |
|---|---|
| Minimum | 1.0 |
| Maximum | 14.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 7 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.008112527 |
|---|---|
| Coefficient of variation (CV) | 0.7118975796 |
| Kurtosis | 4.337901964 |
| Mean | 2.82078853 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.754027868 |
| Sum | 787 |
| Variance | 4.032515923 |
| Value | Count | Frequency (%) | |
| 1 | 81 | 24.5% | |
| 2 | 76 | 23.0% | |
| 3 | 46 | 13.9% | |
| 4 | 31 | 9.4% | |
| 5 | 17 | 5.2% | |
| 6 | 12 | 3.6% | |
| 7 | 6 | 1.8% | |
| 8 | 4 | 1.2% | |
| 9 | 3 | 0.9% | |
| 10 | 2 | 0.6% | |
| (Missing) | 51 | 15.5% |
| Value | Count | Frequency (%) | |
| 1 | 81 | 24.5% | |
| 2 | 76 | 23.0% | |
| 3 | 46 | 13.9% | |
| 4 | 31 | 9.4% | |
| 5 | 17 | 5.2% |
| Value | Count | Frequency (%) | |
| 14 | 1 | 0.3% | |
| 10 | 2 | 0.6% | |
| 9 | 3 | 0.9% | |
| 8 | 4 | 1.2% | |
| 7 | 6 | 1.8% |
| Distinct count | 42 |
|---|---|
| Unique (%) | 12.9% |
| Missing | 5 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4332307692307693 |
|---|---|
| Minimum | 0.0 |
| Maximum | 6.0 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.5 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3.5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1.5 |
Descriptive statistics
| Standard deviation | 1.156171187 |
|---|---|
| Coefficient of variation (CV) | 0.8066887845 |
| Kurtosis | 2.303044697 |
| Mean | 1.433230769 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | 1.415104068 |
| Sum | 465.8 |
| Variance | 1.336731814 |
| Value | Count | Frequency (%) | |
| 1 | 53 | 16.1% | |
| 1.5 | 25 | 7.6% | |
| 2 | 24 | 7.3% | |
| 3 | 19 | 5.8% | |
| 0.2 | 18 | 5.5% | |
| 0.3 | 18 | 5.5% | |
| 1.2 | 17 | 5.2% | |
| 0.4 | 17 | 5.2% | |
| 2.5 | 16 | 4.8% | |
| 0.5 | 16 | 4.8% | |
| Other values (32) | 102 | 30.9% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 0.1 | 12 | 3.6% | |
| 0.2 | 18 | 5.5% | |
| 0.3 | 18 | 5.5% | |
| 0.4 | 17 | 5.2% |
| Value | Count | Frequency (%) | |
| 6 | 3 | 0.9% | |
| 5.5 | 1 | 0.3% | |
| 5.3 | 1 | 0.3% | |
| 5 | 1 | 0.3% | |
| 4.9 | 1 | 0.3% |
SkiableTerrain_ac
Real number (ℝ≥0)
| Distinct count | 193 |
|---|---|
| Unique (%) | 59.0% |
| Missing | 3 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 739.8012232415903 |
|---|---|
| Minimum | 8.0 |
| Maximum | 26819.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 85 |
| median | 200 |
| Q3 | 690 |
| 95-th percentile | 2814.2 |
| Maximum | 26819 |
| Range | 26811 |
| Interquartile range (IQR) | 605 |
Descriptive statistics
| Standard deviation | 1816.167441 |
|---|---|
| Coefficient of variation (CV) | 2.454939764 |
| Kurtosis | 132.0800602 |
| Mean | 739.8012232 |
| Median Absolute Deviation (MAD) | 155 |
| Skewness | 9.829429557 |
| Sum | 241915 |
| Variance | 3298464.172 |
| Value | Count | Frequency (%) | |
| 100 | 15 | 4.5% | |
| 50 | 8 | 2.4% | |
| 200 | 8 | 2.4% | |
| 45 | 7 | 2.1% | |
| 40 | 6 | 1.8% | |
| 60 | 6 | 1.8% | |
| 30 | 6 | 1.8% | |
| 35 | 5 | 1.5% | |
| 400 | 5 | 1.5% | |
| 80 | 5 | 1.5% | |
| Other values (183) | 256 | 77.6% |
| Value | Count | Frequency (%) | |
| 8 | 1 | 0.3% | |
| 9 | 1 | 0.3% | |
| 10 | 1 | 0.3% | |
| 12 | 1 | 0.3% | |
| 15 | 3 | 0.9% |
| Value | Count | Frequency (%) | |
| 26819 | 1 | 0.3% | |
| 8464 | 1 | 0.3% | |
| 7300 | 1 | 0.3% | |
| 5800 | 1 | 0.3% | |
| 5517 | 1 | 0.3% |
| Distinct count | 143 |
|---|---|
| Unique (%) | 50.4% |
| Missing | 46 |
| Missing (%) | 13.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 174.8732394366197 |
|---|---|
| Minimum | 2.0 |
| Maximum | 3379.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 50 |
| median | 100 |
| Q3 | 200.5 |
| 95-th percentile | 600 |
| Maximum | 3379 |
| Range | 3377 |
| Interquartile range (IQR) | 150.5 |
Descriptive statistics
| Standard deviation | 261.3361254 |
|---|---|
| Coefficient of variation (CV) | 1.494431774 |
| Kurtosis | 81.64659565 |
| Mean | 174.8732394 |
| Median Absolute Deviation (MAD) | 65 |
| Skewness | 7.365333703 |
| Sum | 49664 |
| Variance | 68296.57045 |
| Value | Count | Frequency (%) | |
| 100 | 15 | 4.5% | |
| 30 | 13 | 3.9% | |
| 50 | 9 | 2.7% | |
| 60 | 8 | 2.4% | |
| 200 | 8 | 2.4% | |
| 35 | 7 | 2.1% | |
| 150 | 7 | 2.1% | |
| 70 | 6 | 1.8% | |
| 45 | 6 | 1.8% | |
| 80 | 5 | 1.5% | |
| Other values (133) | 200 | 60.6% | |
| (Missing) | 46 | 13.9% |
| Value | Count | Frequency (%) | |
| 2 | 2 | 0.6% | |
| 5 | 2 | 0.6% | |
| 8 | 1 | 0.3% | |
| 9 | 1 | 0.3% | |
| 10 | 2 | 0.6% |
| Value | Count | Frequency (%) | |
| 3379 | 1 | 0.3% | |
| 1500 | 1 | 0.3% | |
| 750 | 1 | 0.3% | |
| 700 | 1 | 0.3% | |
| 680 | 1 | 0.3% |
| Distinct count | 111 |
|---|---|
| Unique (%) | 39.8% |
| Missing | 51 |
| Missing (%) | 15.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 115.10394265232975 |
|---|---|
| Minimum | 3.0 |
| Maximum | 305.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 62.8 |
| Q1 | 97 |
| median | 114 |
| Q3 | 135 |
| 95-th percentile | 165 |
| Maximum | 305 |
| Range | 302 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 35.06325146 |
|---|---|
| Coefficient of variation (CV) | 0.304622506 |
| Kurtosis | 3.572011786 |
| Mean | 115.1039427 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.7075014465 |
| Sum | 32114 |
| Variance | 1229.431603 |
| Value | Count | Frequency (%) | |
| 100 | 21 | 6.4% | |
| 120 | 11 | 3.3% | |
| 110 | 11 | 3.3% | |
| 105 | 9 | 2.7% | |
| 130 | 9 | 2.7% | |
| 150 | 7 | 2.1% | |
| 122 | 6 | 1.8% | |
| 75 | 6 | 1.8% | |
| 116 | 5 | 1.5% | |
| 107 | 5 | 1.5% | |
| Other values (101) | 189 | 57.3% | |
| (Missing) | 51 | 15.5% |
| Value | Count | Frequency (%) | |
| 3 | 1 | 0.3% | |
| 19 | 1 | 0.3% | |
| 32 | 1 | 0.3% | |
| 40 | 1 | 0.3% | |
| 42 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 305 | 1 | 0.3% | |
| 243 | 1 | 0.3% | |
| 230 | 1 | 0.3% | |
| 205 | 1 | 0.3% | |
| 200 | 1 | 0.3% |
yearsOpen
Real number (ℝ≥0)
| Distinct count | 72 |
|---|---|
| Unique (%) | 21.9% |
| Missing | 1 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.65653495440729 |
|---|---|
| Minimum | 6.0 |
| Maximum | 2019.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 21.4 |
| Q1 | 50 |
| median | 58 |
| Q3 | 69 |
| 95-th percentile | 83 |
| Maximum | 2019 |
| Range | 2013 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 109.4299279 |
|---|---|
| Coefficient of variation (CV) | 1.719068245 |
| Kurtosis | 313.5077878 |
| Mean | 63.65653495 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 17.49401884 |
| Sum | 20943 |
| Variance | 11974.90911 |
| Value | Count | Frequency (%) | |
| 58 | 17 | 5.2% | |
| 56 | 15 | 4.5% | |
| 55 | 15 | 4.5% | |
| 54 | 14 | 4.2% | |
| 57 | 14 | 4.2% | |
| 82 | 13 | 3.9% | |
| 60 | 12 | 3.6% | |
| 81 | 12 | 3.6% | |
| 83 | 10 | 3.0% | |
| 61 | 10 | 3.0% | |
| Other values (62) | 197 | 59.7% |
| Value | Count | Frequency (%) | |
| 6 | 1 | 0.3% | |
| 9 | 2 | 0.6% | |
| 12 | 1 | 0.3% | |
| 13 | 1 | 0.3% | |
| 15 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2019 | 1 | 0.3% | |
| 104 | 1 | 0.3% | |
| 95 | 1 | 0.3% | |
| 87 | 1 | 0.3% | |
| 86 | 1 | 0.3% |
| Distinct count | 107 |
|---|---|
| Unique (%) | 33.9% |
| Missing | 14 |
| Missing (%) | 4.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 185.31645569620252 |
|---|---|
| Minimum | 18.0 |
| Maximum | 669.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 69 |
| median | 150 |
| Q3 | 300 |
| 95-th percentile | 437.25 |
| Maximum | 669 |
| Range | 651 |
| Interquartile range (IQR) | 231 |
Descriptive statistics
| Standard deviation | 136.3568422 |
|---|---|
| Coefficient of variation (CV) | 0.7358053646 |
| Kurtosis | 0.1855819989 |
| Mean | 185.3164557 |
| Median Absolute Deviation (MAD) | 100 |
| Skewness | 0.8896517953 |
| Sum | 58560 |
| Variance | 18593.18843 |
| Value | Count | Frequency (%) | |
| 300 | 22 | 6.7% | |
| 50 | 17 | 5.2% | |
| 100 | 15 | 4.5% | |
| 250 | 14 | 4.2% | |
| 120 | 12 | 3.6% | |
| 400 | 11 | 3.3% | |
| 150 | 10 | 3.0% | |
| 200 | 9 | 2.7% | |
| 80 | 8 | 2.4% | |
| 60 | 8 | 2.4% | |
| Other values (97) | 190 | 57.6% | |
| (Missing) | 14 | 4.2% |
| Value | Count | Frequency (%) | |
| 18 | 1 | 0.3% | |
| 20 | 4 | 1.2% | |
| 24 | 5 | 1.5% | |
| 25 | 2 | 0.6% | |
| 26 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 669 | 1 | 0.3% | |
| 663 | 1 | 0.3% | |
| 550 | 1 | 0.3% | |
| 545 | 1 | 0.3% | |
| 500 | 7 | 2.1% |
| Distinct count | 83 |
|---|---|
| Unique (%) | 30.1% |
| Missing | 54 |
| Missing (%) | 16.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.91695652173913 |
|---|---|
| Minimum | 15.0 |
| Maximum | 179.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 25.75 |
| Q1 | 40 |
| median | 50 |
| Q3 | 71 |
| 95-th percentile | 106 |
| Maximum | 179 |
| Range | 164 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 26.14012554 |
|---|---|
| Coefficient of variation (CV) | 0.4513380382 |
| Kurtosis | 3.379800097 |
| Mean | 57.91695652 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 1.464065011 |
| Sum | 15985.08 |
| Variance | 683.3061631 |
| Value | Count | Frequency (%) | |
| 49 | 16 | 4.8% | |
| 45 | 12 | 3.6% | |
| 55 | 10 | 3.0% | |
| 50 | 10 | 3.0% | |
| 40 | 10 | 3.0% | |
| 79 | 9 | 2.7% | |
| 30 | 8 | 2.4% | |
| 59 | 8 | 2.4% | |
| 39 | 7 | 2.1% | |
| 69 | 7 | 2.1% | |
| Other values (73) | 179 | 54.2% | |
| (Missing) | 54 | 16.4% |
| Value | Count | Frequency (%) | |
| 15 | 1 | 0.3% | |
| 17 | 2 | 0.6% | |
| 20 | 5 | 1.5% | |
| 22 | 1 | 0.3% | |
| 23 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 179 | 1 | 0.3% | |
| 169 | 1 | 0.3% | |
| 158 | 1 | 0.3% | |
| 149 | 1 | 0.3% | |
| 139 | 1 | 0.3% |
| Distinct count | 81 |
|---|---|
| Unique (%) | 29.0% |
| Missing | 51 |
| Missing (%) | 15.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.1668100358423 |
|---|---|
| Minimum | 17.0 |
| Maximum | 179.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 17 |
|---|---|
| 5-th percentile | 34.9 |
| Q1 | 47 |
| median | 60 |
| Q3 | 77.5 |
| 95-th percentile | 105.5 |
| Maximum | 179 |
| Range | 162 |
| Interquartile range (IQR) | 30.5 |
Descriptive statistics
| Standard deviation | 24.55458407 |
|---|---|
| Coefficient of variation (CV) | 0.3826679876 |
| Kurtosis | 3.584146903 |
| Mean | 64.16681004 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 1.414140983 |
| Sum | 17902.54 |
| Variance | 602.9275988 |
| Value | Count | Frequency (%) | |
| 49 | 13 | 3.9% | |
| 45 | 12 | 3.6% | |
| 59 | 12 | 3.6% | |
| 65 | 11 | 3.3% | |
| 47 | 10 | 3.0% | |
| 60 | 9 | 2.7% | |
| 79 | 8 | 2.4% | |
| 50 | 7 | 2.1% | |
| 55 | 7 | 2.1% | |
| 69 | 7 | 2.1% | |
| Other values (71) | 183 | 55.5% | |
| (Missing) | 51 | 15.5% |
| Value | Count | Frequency (%) | |
| 17 | 1 | 0.3% | |
| 20 | 3 | 0.9% | |
| 25 | 2 | 0.6% | |
| 30 | 2 | 0.6% | |
| 32 | 3 | 0.9% |
| Value | Count | Frequency (%) | |
| 179 | 1 | 0.3% | |
| 169 | 1 | 0.3% | |
| 159 | 1 | 0.3% | |
| 158 | 1 | 0.3% | |
| 139 | 1 | 0.3% |
| Distinct count | 90 |
|---|---|
| Unique (%) | 31.8% |
| Missing | 47 |
| Missing (%) | 14.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.0530035335689 |
|---|---|
| Minimum | 30.0 |
| Maximum | 305.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 70 |
| Q1 | 100 |
| median | 120 |
| Q3 | 139.5 |
| 95-th percentile | 164.9 |
| Maximum | 305 |
| Range | 275 |
| Interquartile range (IQR) | 39.5 |
Descriptive statistics
| Standard deviation | 31.04596255 |
|---|---|
| Coefficient of variation (CV) | 0.258602131 |
| Kurtosis | 4.558917737 |
| Mean | 120.0530035 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.7022662259 |
| Sum | 33975 |
| Variance | 963.8517906 |
| Value | Count | Frequency (%) | |
| 100 | 27 | 8.2% | |
| 120 | 19 | 5.8% | |
| 150 | 13 | 3.9% | |
| 130 | 12 | 3.6% | |
| 90 | 11 | 3.3% | |
| 135 | 10 | 3.0% | |
| 144 | 9 | 2.7% | |
| 110 | 8 | 2.4% | |
| 140 | 7 | 2.1% | |
| 122 | 6 | 1.8% | |
| Other values (80) | 161 | 48.8% | |
| (Missing) | 47 | 14.2% |
| Value | Count | Frequency (%) | |
| 30 | 1 | 0.3% | |
| 38 | 1 | 0.3% | |
| 40 | 1 | 0.3% | |
| 42 | 2 | 0.6% | |
| 56 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 305 | 1 | 0.3% | |
| 233 | 1 | 0.3% | |
| 200 | 1 | 0.3% | |
| 193 | 1 | 0.3% | |
| 185 | 1 | 0.3% |
| Distinct count | 78 |
|---|---|
| Unique (%) | 41.7% |
| Missing | 143 |
| Missing (%) | 43.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.39572192513369 |
|---|---|
| Minimum | 2.0 |
| Maximum | 650.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 40 |
| median | 72 |
| Q3 | 114 |
| 95-th percentile | 296.4 |
| Maximum | 650 |
| Range | 648 |
| Interquartile range (IQR) | 74 |
Descriptive statistics
| Standard deviation | 105.1696202 |
|---|---|
| Coefficient of variation (CV) | 1.047550814 |
| Kurtosis | 10.16707602 |
| Mean | 100.3957219 |
| Median Absolute Deviation (MAD) | 35 |
| Skewness | 2.916687658 |
| Sum | 18774 |
| Variance | 11060.64901 |
| Value | Count | Frequency (%) | |
| 100 | 18 | 5.5% | |
| 30 | 9 | 2.7% | |
| 35 | 9 | 2.7% | |
| 40 | 8 | 2.4% | |
| 45 | 8 | 2.4% | |
| 80 | 7 | 2.1% | |
| 200 | 7 | 2.1% | |
| 50 | 7 | 2.1% | |
| 70 | 5 | 1.5% | |
| 15 | 5 | 1.5% | |
| Other values (68) | 104 | 31.5% | |
| (Missing) | 143 | 43.3% |
| Value | Count | Frequency (%) | |
| 2 | 1 | 0.3% | |
| 8 | 1 | 0.3% | |
| 9 | 1 | 0.3% | |
| 10 | 3 | 0.9% | |
| 12 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 650 | 1 | 0.3% | |
| 600 | 1 | 0.3% | |
| 550 | 1 | 0.3% | |
| 541 | 1 | 0.3% | |
| 500 | 1 | 0.3% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Name | Region | state | summit_elev | vertical_drop | base_elev | trams | fastEight | fastSixes | fastQuads | quad | triple | double | surface | total_chairs | Runs | TerrainParks | LongestRun_mi | SkiableTerrain_ac | Snow Making_ac | daysOpenLastYear | yearsOpen | averageSnowfall | AdultWeekday | AdultWeekend | projectedDaysOpen | NightSkiing_ac | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Alyeska Resort | Alaska | Alaska | 3939 | 2500 | 250 | 1 | 0.0 | 0 | 2 | 2 | 0 | 0 | 2 | 7 | 76.0 | 2.0 | 1.0 | 1610.0 | 113.0 | 150.0 | 60.0 | 669.0 | 65.0 | 85.0 | 150.0 | 550.0 |
| 1 | Eaglecrest Ski Area | Alaska | Alaska | 2600 | 1540 | 1200 | 0 | 0.0 | 0 | 0 | 0 | 0 | 4 | 0 | 4 | 36.0 | 1.0 | 2.0 | 640.0 | 60.0 | 45.0 | 44.0 | 350.0 | 47.0 | 53.0 | 90.0 | NaN |
| 2 | Hilltop Ski Area | Alaska | Alaska | 2090 | 294 | 1796 | 0 | 0.0 | 0 | 0 | 0 | 1 | 0 | 2 | 3 | 13.0 | 1.0 | 1.0 | 30.0 | 30.0 | 150.0 | 36.0 | 69.0 | 30.0 | 34.0 | 152.0 | 30.0 |
| 3 | Arizona Snowbowl | Arizona | Arizona | 11500 | 2300 | 9200 | 0 | 0.0 | 1 | 0 | 2 | 2 | 1 | 2 | 8 | 55.0 | 4.0 | 2.0 | 777.0 | 104.0 | 122.0 | 81.0 | 260.0 | 89.0 | 89.0 | 122.0 | NaN |
| 4 | Sunrise Park Resort | Arizona | Arizona | 11100 | 1800 | 9200 | 0 | NaN | 0 | 1 | 2 | 3 | 1 | 0 | 7 | 65.0 | 2.0 | 1.2 | 800.0 | 80.0 | 115.0 | 49.0 | 250.0 | 74.0 | 78.0 | 104.0 | 80.0 |
| 5 | Yosemite Ski & Snowboard Area | Northern California | California | 7800 | 600 | 7200 | 0 | 0.0 | 0 | 0 | 0 | 1 | 3 | 1 | 5 | 10.0 | 2.0 | 0.4 | 88.0 | NaN | 110.0 | 84.0 | 300.0 | 47.0 | 47.0 | 107.0 | NaN |
| 6 | Bear Mountain | Sierra Nevada | California | 8805 | 1665 | 7140 | 0 | 0.0 | 0 | 2 | 1 | 2 | 3 | 4 | 12 | 27.0 | 14.0 | 1.5 | 198.0 | 198.0 | 122.0 | 76.0 | 100.0 | NaN | NaN | 130.0 | NaN |
| 7 | Bear Valley | Sierra Nevada | California | 8500 | 1900 | 6600 | 0 | 0.0 | 1 | 1 | 0 | 2 | 4 | 2 | 10 | 67.0 | 2.0 | 1.2 | 1680.0 | 100.0 | 165.0 | 52.0 | 359.0 | NaN | NaN | 151.0 | NaN |
| 8 | Boreal Mountain Resort | Sierra Nevada | California | 7700 | 500 | 7200 | 0 | 0.0 | 0 | 1 | 1 | 3 | 1 | 2 | 8 | 33.0 | 6.0 | 1.0 | 380.0 | 200.0 | 150.0 | 54.0 | 400.0 | 49.0 | NaN | 150.0 | 200.0 |
| 9 | Dodge Ridge | Sierra Nevada | California | 8200 | 1600 | 6600 | 0 | 0.0 | 0 | 0 | 1 | 2 | 5 | 4 | 12 | 67.0 | 5.0 | 2.0 | 862.0 | NaN | NaN | 69.0 | 350.0 | 78.0 | 78.0 | 140.0 | NaN |
Last rows
| Name | Region | state | summit_elev | vertical_drop | base_elev | trams | fastEight | fastSixes | fastQuads | quad | triple | double | surface | total_chairs | Runs | TerrainParks | LongestRun_mi | SkiableTerrain_ac | Snow Making_ac | daysOpenLastYear | yearsOpen | averageSnowfall | AdultWeekday | AdultWeekend | projectedDaysOpen | NightSkiing_ac | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 320 | Whitecap Mountain | Wisconsin | Wisconsin | 1750 | 400 | 1295 | 0 | NaN | 0 | 0 | 1 | 0 | 4 | 0 | 5 | 43.0 | 1.0 | 1.0 | 400.0 | 300.0 | 105.0 | 57.0 | 200.0 | 60.0 | 60.0 | 118.0 | NaN |
| 321 | Wilmot Mountain | Wisconsin | Wisconsin | 1030 | 230 | 800 | 0 | NaN | 0 | 0 | 3 | 2 | 2 | 3 | 10 | 23.0 | 2.0 | 0.5 | 135.0 | 135.0 | 125.0 | 81.0 | 70.0 | 56.0 | 66.0 | 139.0 | 135.0 |
| 322 | Grand Targhee Resort | Wyoming | Wyoming | 9920 | 2270 | 7851 | 0 | 0.0 | 0 | 2 | 2 | 0 | 0 | 1 | 5 | 95.0 | 1.0 | 2.7 | 2602.0 | NaN | 152.0 | 50.0 | 500.0 | 90.0 | 90.0 | 152.0 | NaN |
| 323 | Hogadon Basin | Wyoming | Wyoming | 8000 | 640 | 7400 | 0 | NaN | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 28.0 | 1.0 | 0.6 | 92.0 | 32.0 | 121.0 | 61.0 | 80.0 | 48.0 | 48.0 | 95.0 | NaN |
| 324 | Jackson Hole | Wyoming | Wyoming | 10450 | 4139 | 6311 | 3 | 0.0 | 0 | 4 | 4 | 1 | 2 | 1 | 15 | 130.0 | 6.0 | 4.5 | 2500.0 | 195.0 | 130.0 | 54.0 | 459.0 | NaN | NaN | 133.0 | NaN |
| 325 | Meadowlark Ski Lodge | Wyoming | Wyoming | 9500 | 1000 | 8500 | 0 | NaN | 0 | 0 | 0 | 1 | 1 | 1 | 3 | 14.0 | 1.0 | 1.5 | 300.0 | NaN | NaN | 9.0 | NaN | NaN | NaN | NaN | NaN |
| 326 | Sleeping Giant Ski Resort | Wyoming | Wyoming | 7428 | 810 | 6619 | 0 | 0.0 | 0 | 0 | 0 | 1 | 1 | 1 | 3 | 48.0 | 1.0 | 1.0 | 184.0 | 18.0 | 61.0 | 81.0 | 310.0 | 42.0 | 42.0 | 77.0 | NaN |
| 327 | Snow King Resort | Wyoming | Wyoming | 7808 | 1571 | 6237 | 0 | NaN | 0 | 0 | 1 | 1 | 1 | 0 | 3 | 32.0 | 2.0 | 1.0 | 400.0 | 250.0 | 121.0 | 80.0 | 300.0 | 59.0 | 59.0 | 123.0 | 110.0 |
| 328 | Snowy Range Ski & Recreation Area | Wyoming | Wyoming | 9663 | 990 | 8798 | 0 | 0.0 | 0 | 0 | 0 | 1 | 3 | 1 | 5 | 33.0 | 2.0 | 0.7 | 75.0 | 30.0 | 131.0 | 59.0 | 250.0 | 49.0 | 49.0 | NaN | NaN |
| 329 | White Pine Ski Area | Wyoming | Wyoming | 9500 | 1100 | 8400 | 0 | NaN | 0 | 0 | 0 | 2 | 0 | 0 | 2 | 25.0 | NaN | 0.4 | 370.0 | NaN | NaN | 81.0 | 150.0 | NaN | 49.0 | NaN | NaN |